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这是一个基于 Python 的命令行工具,旨在帮助 AI 架构师、运维工程师和开发者在部署 LLM之前,精确计算所需的 GPU 显存资源 并预估 推理性能。 与简单的显存计算器不同,本工具结合了 Roofline 性能模型 与 真实工程经验(参考 vLLM/TRT-LLM),考虑了显存碎片、KV Cache 动态增长、通信开销以及算力利用率损耗。

Python 2 Updated Dec 1, 2025

[updating] Chinese Medical Dataset 致力于详细整理所有现有中文医学数据集,包括详细的数据汇总、数据示例、下载链接等。

245 26 Updated Aug 6, 2024

OpenLens AI: A Fully Autonomous Multimodal Research Agent| OpenLens AI:全自主多模态科研智能体

Python 238 19 Updated Feb 5, 2026

High accuracy RAG for answering questions from scientific documents with citations

Python 8,090 815 Updated Feb 13, 2026

PaperBanana: Automating Academic Illustration For AI Scientists

JavaScript 3,486 164 Updated Feb 2, 2026

A general purpose scientific writer

Python 786 86 Updated Feb 9, 2026

2021年最新整理, C++ 学习资料,含C++ 11 / 14 / 17 / 20 / 23 新特性、入门教程、推荐书籍、优质文章、学习笔记、教学视频等

C++ 6,195 1,247 Updated Jun 18, 2025

D2X | Modern C++ Core Language Features - "A C++ tutorial project focused on practical"

C++ 1,510 106 Updated Feb 11, 2026

Implementations of basic RL algorithms with minimal lines of codes! (pytorch based)

Python 3,147 489 Updated Apr 22, 2023

We are committed to the open-sourcing quantitative knowledge, aiming to bridge the information gap between the domestic and international quantitative finance industries. 我们致力于量化知识的开源与汉化,打破国内外量化金融行…

3,012 241 Updated Jan 31, 2026

Hikyuu Quant Framework 基于C++/Python的极速开源量化交易研究框架,同时可基于策略部件进行资产重用,快速累积策略资产。

C++ 2,993 731 Updated Feb 12, 2026

Python quantitative trading strategies including VIX Calculator, Pattern Recognition, Commodity Trading Advisor, Monte Carlo, Options Straddle, Shooting Star, London Breakout, Heikin-Ashi, Pair Tra…

Python 9,150 1,692 Updated Apr 14, 2024

全民瘋AI系列 [探索可解釋人工智慧]

Jupyter Notebook 16 1 Updated Nov 23, 2025

Artificial Intelligence & Python Programming Course in Renmin University of China (中国人民大学-葛雷老师金融人工智能建模课程)

Jupyter Notebook 126 46 Updated Feb 12, 2026

基于多智能体LLM的中文金融交易框架 - TradingAgents中文增强版

Python 17,222 3,704 Updated Feb 8, 2026

金融工程学习路线

17 4 Updated Mar 26, 2022

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.

Jupyter Notebook 29,846 13,243 Updated Jun 13, 2024

🧯风险控制笔记,适用于互联网企业

2,350 672 Updated Jun 27, 2022

LLM全栈优质资源汇总

Shell 676 78 Updated Jul 15, 2025

互联网公司架构: 淘宝技术架构,阿里巴巴技术架构

2,484 913 Updated Sep 4, 2022

fastapi source code analysis(zh-cn) 基于fastapi 0.65.1源码

Python 3 Updated Jul 24, 2021

自动化运维管理系统

Python 282 170 Updated Aug 6, 2018

自动化运维指南 https://www.yp14.cn

Python 918 364 Updated Oct 30, 2022

Design Pattern 经典设计模式源码 C/Java/Go/JavaScript/Python等不同语言实现。 FP/OOP/MVC/MVP/MVVM/DDD等设计思想研究。适合高级程序员和架构师,希望深刻洞察问题,找到合适的方案。

Java 87 18 Updated Feb 13, 2026

Python程序员进阶必备,深入理解Python语言机制和现代编程风格,内容涉及标准库、框架和应用程序中广泛使用的高级技术。

Python 60 23 Updated Jul 27, 2020

fastapi/flask/sanic/asyncio/bottle/webpy 等源码注解合集

Python 730 192 Updated Dec 21, 2023

Python 源码剖析学习笔记

35 16 Updated Apr 6, 2021

python requests 源码阅读,学习更pythonic 的python代码写法。

1,163 240 Updated Nov 20, 2021
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